Department of Medical Informatics, School of Public Health, Jilin University, Changchun 130021, China.
Information Research Center of Military Sciences, Academy of Military Sciences, Beijing 100039, China.
Int J Environ Res Public Health. 2020 Oct 31;17(21):8028. doi: 10.3390/ijerph17218028.
Patients with cancer often carry the dual burden of the cancer itself and other co-existing medical conditions. The problems associated with comorbidities among elderly cancer patients are more prominent compared with younger patients. This study aimed to identify common cancer-related comorbidities in elderly patients through routinely collected hospital discharge data and to use association rules to analyze the prevalence and patterns of these comorbidities in elderly cancer patients at different cancer sites. We collected the discharge data of 80,574 patients who were diagnosed with cancers of the esophagus, stomach, colorectum, liver, lung, female breast, cervix, and thyroid between 2016 and 2018. The same number of non-cancer patients were randomly selected as the control group and matched with the case group by age and gender. The results showed that cardiovascular diseases, metabolic diseases, digestive diseases, and anemia were the most common comorbidities in elderly patients with cancer. The comorbidity patterns differed based on the cancer site. Elderly patients with liver cancer had the highest risk of comorbidities, followed by lung cancer, gastrointestinal cancer, thyroid cancer, and reproductive cancer. For example, elderly patients with liver cancer had the higher risk of the comorbid infectious and digestive diseases, whereas patients with lung cancer had the higher risk of the comorbid respiratory system diseases. The findings can assist clinicians in diagnosing comorbidities and contribute to the allocation of medical resources.
癌症患者常常承受着癌症本身和其他并存疾病的双重负担。与年轻患者相比,老年癌症患者的合并症问题更为突出。本研究旨在通过常规收集的医院出院数据,确定老年癌症患者常见的与癌症相关的合并症,并使用关联规则分析不同癌症部位老年癌症患者的这些合并症的患病率和模式。我们收集了 2016 年至 2018 年间被诊断为食管癌、胃癌、结直肠癌、肝癌、肺癌、乳腺癌、宫颈癌和甲状腺癌的 80574 名患者的出院数据。随机选择了相同数量的非癌症患者作为对照组,并通过年龄和性别与病例组进行匹配。结果表明,心血管疾病、代谢疾病、消化系统疾病和贫血是老年癌症患者最常见的合并症。合并症的模式因癌症部位而异。肝癌老年患者的合并症风险最高,其次是肺癌、胃肠道癌症、甲状腺癌和生殖系统癌症。例如,肝癌老年患者合并感染和消化系统疾病的风险较高,而肺癌老年患者合并呼吸系统疾病的风险较高。这些发现可以帮助临床医生诊断合并症,并有助于分配医疗资源。